Papers
Embedding-Free RAG
Jessica Maghakian, Raunak Sinha, Max Schettewi et al.
Active Learning for Multidialectal Arabic POS Tagging
Diyam Akra, Mohammed Khalilia, Mustafa Jarrar
Are LLMs Empathetic to All? Investigating the Influence of Multi-Demographic Personas on a Model’s Empathy
Ananya Malik, Nazanin Sabri, Melissa M. Karnaze et al.
Who Speaks Matters: Analysing the Influence of the Speaker’s Linguistic Identity on Hate Classification
Ananya Malik, Kartik Sharma, Shaily Bhatt et al.
Reliability Crisis of Reference-free Metrics for Grammatical Error Correction
Takumi Goto, Yusuke Sakai, Taro Watanabe
DIPLomA: Efficient Adaptation of Instructed LLMs to Low-Resource Languages via Post-Training Delta Merging
Ixak Sarasua, Ander Corral, Xabier Saralegi
Dependency Parsing-Based Syntactic Enhancement of Relation Extraction in Scientific Texts
Devvrat Joshi, Islem Rekik
OptiSeq: Ordering Examples On-The-Fly for In-Context Learning
Rahul Atul Bhope, Praveen Venkateswaran, K. R. Jayaram et al.
Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow
Jianfei Zhao, Feng Zhang, Xin Sun et al.
Mixed Signals: Decoding VLMs’ Reasoning and Underlying Bias in Vision-Language Conflict
Pouya Pezeshkpour, Moin Aminnaseri, Estevam Hruschka
AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering
Ziqing Wang, Chengsheng Mao, Xiaole Wen et al.
RTTC: Reward-Guided Collaborative Test-Time Compute
Juan Pablo Munoz, Jinjie Yuan
Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models
Ting Cai, Stephen Sheen, AnHai Doan
POW: Political Overton Windows of Large Language Models
Leif Azzopardi, Yashar Moshfeghi
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
Parker Seegmiller, Kartik Mehta, Soumya Saha et al.
GraphCheck: Multipath Fact-Checking with Entity-Relationship Graphs
Hyewon Jeon, Jay-Yoon Lee
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
Beong-woo Kwak, Minju Kim, Dongha Lim et al.
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models
Muhammed Saeed, Shaina Raza, Ashmal Vayani et al.
Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation
Wei-Hsiang Lin, Sheng-Lun Wei, Hen-Hsen Huang et al.
Thinking Before You Speak: A Proactive Test-time Scaling Approach
Cong Liu, Wenchang Chai, Hejun Wu et al.
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness
Lingnan Xu, Chong Feng, Kaiyuan Zhang et al.
Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning
Shiji Yang, Shu Zhao, Congyao Mei et al.
Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation
Aina Garí Soler, Matthieu Labeau, Chloé Clavel
PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning
Yaoshu Wang, Mengyi Yan, Wei Wang